AI doesn't become useful just because it can answer questions.
It becomes useful when it can understand the context, make a decision, and take the right action.
A production AI workflow might look simple from the outside:
User → AI → Decision → API → Action
But building something...
A small milestone worth sharing. 🚀
I recently joined Contra with a new profile, and I’m happy to see my Discovery Score reach 75 within just a few days putting me in the top 25% of creators on Contra.
I’ve been spending time refining my profile, portfolio, and services, so it’s...
Choosing a vector database for a new AI SaaS? 🤔
There are several solid options, and the right choice really depends on the project requirements, existing stack, scalability, and budget.
If you had to choose one today:
Pinecone, PostgreSQL + pgvector, or MongoDB Atlas Vector...
Thought I was fixing an API issue… turned out the real problem was in the database. 😅
Checked the API logic, traced the request, and kept debugging only to find out the data itself was the problem.
Sometimes the hardest part isn't fixing the bug. It's finding where it actually...
AI is no longer just about chatbots it's becoming the engine behind smarter business operations.
Every business has repetitive tasks that consume valuable time. The right AI workflow can automate those processes, reduce manual effort, and keep everything running seamlessly.
That's...
